未知频率周期时变系统的自适应控制

Chia-Hsiang Liu, B. Womack
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摘要

本文提出了一种处理周期快速时变系统的自整定技术。系统的参数随未知的频率和幅度迅速变化。我们只知道变化的形式是正弦波。频率检测器由多级组合估计器、滤波器、峰值检测器和监测程序组成,用于估计时变参数的频率。将估计的频率依次用于时变模型估计器中,得到时变参数的精细估计,用于计算自适应控制器的参数。这种组合的结果产生了令人满意的控制性能,否则无法实现。同时也证明了对现有的自适应控制算法进行裁剪以适应特殊类型系统的可行性。
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Adaptive Control for Periodical Time-Varying Systems with Unknown Frequencies
This paper presents a self-tuning technique designed to handle the periodical fast time-varying systems. The parameters of the system vary rapidly with unknown fequencies and amplitudes. We only know the form of variation is sinusoid. A frequency detector, which consists of a combined multistage estimator, a filter, a peak detector and a monitoring program, is used to estimate the frequencies of time-varying parameters. The estimated frequencies in turns are used in the estimator with time-varying model to obtain the fine estimates of the time-varying parameters which will be used to compute the parameters of adaptive controller. The result of this combination produces a satisfactory control performance unattainable otherwise. It also shows the feasibility of tailoring the existing adaptive control algorithm to fit the special type systems.
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